Aurelius: Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time. Fellow: Fellow is an AI meeting assistant that records, transcribes, and summarizes meetings across Zoom, Google Meet, Teams, and Webex, with automatic action items and an AI agent for follow-ups. The right pick comes down to team size, budget, and the workflows you want to automate.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Aurelius when organizing and tagging interview transcripts and notes matters most, and Fellow when recording and summarizing sales calls with automatic salesforce or hubspot updates matters most. Run both through a week of actual calls to see which suits your workflow.
Research repository and insights platform for tagging interview data, surfacing themes, and keeping qualitative insights discoverable over time.
Fellow is an AI meeting assistant that records, transcribes, and summarizes meetings across Zoom, Google Meet, Teams, and Webex, with automatic action items and an AI agent for follow-ups.
Aurelius is a research repository and insights platform designed for UX researchers, designers, and product teams to manage qualitative research data end to end. It sits between a note-taking tool and a full research repository: teams bring in raw data such as interview notes and transcripts, organize and tag it, and the tool surfaces patterns and helps create reusable insights over time. Core capabilities include centralized storage for research data, note organization, data tagging, theme and pattern identification, and report generation, so findings can be referenced long after a study concludes. Aurelius is built with larger research organizations in mind, supporting consistent taxonomy across projects and keeping insights discoverable as repositories grow, while also enabling multi-team collaboration and research history and archival features. Researchers describe it as a low-effort way to tag and create insights they can reference in later product discussions. The platform positions itself as an alternative to fragmented approaches that rely on spreadsheets, Confluence, or Airtable for storing research. By centralizing qualitative data and making it searchable and well-organized, Aurelius aims to ensure that interview insights remain accessible and actionable across an organization. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Fellow (fellow.ai, formerly fellow.app) is an AI meeting assistant focused on privacy and security. It records and transcribes meetings with real-time transcripts in 90+ languages, generates structured summaries, and automatically extracts and assigns action items. Recordings can run with a visible bot or "botless" directly from the desktop apps (Mac/Windows), and mobile apps capture in-person conversations. Its AskFellow AI agent searches across meetings you have access to, then drafts follow-up emails, memos, and CRM updates. Fellow works with Zoom, Google Meet, Microsoft Teams, Webex, Slack Huddles, phone calls, and in-person meetings, and integrates with 50+ tools including Salesforce, HubSpot, Asana, Jira, Linear, Notion, Confluence, Slack, and Zapier. It offers SOC 2, HIPAA, and GDPR compliance. The free plan includes a lifetime cap of 5 AI notes and 5 AI recordings per user.
Best suited for
Aurelius is a free tier with paid upgrades (freemium); Fellow is from $7/mo (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Aurelius | Fellow |
|---|---|---|
| Core capability | Centralized repository for interview notes and transcripts | AI transcription |
| Standout feature | Data tagging and note organization | Meeting summaries |
| Team usage | Theme and pattern identification across research | Action item tracking |
| Integrations | Insight creation and report generation | Botless recording |
| Languages & capture | Consistent taxonomy across projects for large repositories | AskFellow AI agent |
| Best-fit workflow | Multi-team collaboration with research history and archival | AI transcription |
Aurelius
Choose Aurelius if you need organizing and tagging interview transcripts and notes — strengths include keeps interview insights discoverable and reusable over time.
Fellow
Choose Fellow if you need automatically capturing notes, decisions, and action items during recurring team meetings — strengths include records and transcribes across zoom, google meet, teams, webex, plus phone and in-person meetings.
Aurelius
Fellow
It depends on your workflow. Aurelius is strong for organizing and tagging interview transcripts and notes, while Fellow is strong for automatically capturing notes, decisions, and action items during recurring team meetings. Both transcribe and summarize meetings.
Aurelius is a free tier with paid upgrades and Fellow is from $7/mo. Check each vendor's pricing page for the latest plans and free-tier limits.
You can — some teams pair them when each covers a different part of the meeting workflow.
More head-to-head comparisons involving Aurelius and Fellow.
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